---
title: "Linus Torvalds 罕见赞许 AI 辅助内核调试，但也吐槽其轻易放弃"
source: "Simon Willison 博客（Atom）"
source_tier: "t2"
url: "https://simonwillison.net/2026/Aug/22/linus-torvalds/"
permalink: "https://feed.astralor.com/items/itm_686686b80dcf4d54eb5c0f7e"
published: "2026-08-22T21:04:26.000Z"
score: 76
channel: "tech"
tags: ["AI 辅助编程","Linux","内核调试","生成式 AI"]
---

# Linus Torvalds 罕见赞许 AI 辅助内核调试，但也吐槽其轻易放弃

## AI 点评

> 这则消息值得关注，因为它来自最不可能吹捧 AI 的顽固派。Torvalds 的反馈说明 AI 在复杂工程中确实能当苦力，但它的“畏难情绪”也是真实问题——这提示我们在训练和提示策略上需要改进，也让开发者看到：AI 说不可能时，不一定是真的不可能。

## 速览

Linux 创始人 Linus Torvalds 在修复 drm/xe 驱动问题时罕见公开评价 AI 辅助编程。他称这次调试“如同地狱”，AI 承担了大量繁琐工作，是“不知疲倦的助手”，但多次断言问题不可能解决并建议放弃。Torvalds 嘲讽说这些 AI 可能由不够固执的人训练而成。尽管 AI 几次想放弃，但在他推动下仍持续添加调试代码并忠实分析结果。最终问题解决，Torvalds 甚至让 AI 撰写了提交信息。这一表态反映了顶尖程序员对生成式 AI 辅助开发的实际体验与复杂态度。

## 关键点

- Torvalds 承认 AI 在繁琐调试工作中提供了显著帮助，称其为“不知疲倦的助手”。
- AI 多次宣称问题无法解决并建议放弃，Torvalds 认为这源于训练数据来自不够坚持的人。
- 最终 Torvalds 让 AI 编写了提交信息，以示对贡献的认可。

## 全文

And this was a debug session from hell, enormously helped by an AI doing much of the grunt-work. I'd like to call it my tireless helper, but the AI several times stated flat out that this was impossible and unsolvable and that we should just write a report about it. I suspect those things have been trained by people who may not be quite as stubborn as I am. But while the AI was ready to give up several times, it did keep adding debug code and analyzing it faithfully when I pushed. So credit where credit is due and I let the AI write the commit message above. — Linus Torvalds, drm/xe: Don't hand out the flat CCS storage as usable VRAM Tags: linus-torvalds, linux, generative-ai, ai-assisted-programming, ai, llms

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引用前请核对原文;本文由星际流动整理:https://feed.astralor.com/items/itm_686686b80dcf4d54eb5c0f7e